The table below looks at the prevalence of the term Clustering in IT jobs advertised for the Cambridgeshire region. Included is a guide to the salaries offered in IT jobs that have cited Clustering over the 3 months to 24 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 May 2016
Same period 2015 Same period 2014
Clustering
Rank 95 115 121
Rank change year-on-year
+20 +6
Permanent jobs citing Clustering 36 16 27
As % of all permanent IT jobs located in Cambridgeshire 1.88% 0.77% 1.09%
As % of the Miscellaneous category 4.09% 1.81% 2.42%
Number of salaries quoted 33 14 16
Median salary £52,500 £55,000 £45,000
Median salary % change year-on-year
-4.54% +22.22%
90% offered a salary of more than £40,500 £40,500 £37,500
10% offered a salary of more than £80,000 £56,750 £53,750
UK excluding London median salary £43,250 £44,500 £42,500
% change year-on-year
-2.80% +4.70%
Clustering
East of England

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in permanent jobs advertised in the Cambridgeshire region.

Miscellaneous Category
Cambridgeshire
Permanent IT job ads with a match in the
Miscellaneous category
881 882 1115
As % of all permanent IT jobs located in Cambridgeshire 45.96% 42.30% 44.96%
Number of salaries quoted 714 738 812
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £27,500 £28,000 £26,644
10% offered a salary of more than £65,000 £55,000 £55,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Clustering
Jobs Demand Trend in Cambridgeshire

The demand trend of job ads across the Cambridgeshire region citing Clustering as a proportion of all IT jobs with a match in the Miscellaneous category.

Clustering Jobs Demand Trend in Cambridgeshire

Clustering
Salary Trend in Cambridgeshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Clustering across the Cambridgeshire region.

Clustering Salary Trend in Cambridgeshire

Clustering
Salary Histogram in Cambridgeshire

This chart provides a salary histogram for IT jobs citing Clustering across the Cambridgeshire region over the 3 months to 24 May 2016.

Clustering Salary Histogram in Cambridgeshire

Clustering
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Clustering within the Cambridgeshire region over the 3 months to 24 May 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge +12 23 £80,000 +45.45% 3
Huntingdon - 11 £40,500 -
Peterborough - 5 £42,500 -
Clustering
East of England

Clustering
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 24 May 2016, IT jobs citing Clustering also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Cambridgeshire region with a requirement for Clustering.

1 39 (75.00%) SQL
2 27 (51.92%) Linux
2 27 (51.92%) Agile Software Development
3 26 (50.00%) Finance
4 24 (46.15%) Internet
5 23 (44.23%) Java
6 22 (42.31%) Unix
6 22 (42.31%) Apache
6 22 (42.31%) Tomcat
6 22 (42.31%) Load Balancing
7 20 (38.46%) Multithreading
7 20 (38.46%) OWASP
7 20 (38.46%) Oracle Linux
7 20 (38.46%) Solaris
7 20 (38.46%) UML
7 20 (38.46%) OOA/OOD
7 20 (38.46%) OO
7 20 (38.46%) J2EE
7 20 (38.46%) Oracle
7 20 (38.46%) WebLogic
7 20 (38.46%) J2SE
7 20 (38.46%) Sun
7 20 (38.46%) Performance Analysis
8 18 (34.62%) .NET
9 17 (32.69%) Windows
10 15 (28.85%) ASP.NET
11 13 (25.00%) SQL Server
12 12 (23.08%) Microsoft
12 12 (23.08%) NoSQL
12 12 (23.08%) Hyper-V

Clustering
Top Related IT Skills in Cambridgeshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 22 (42.31%) Apache
1 22 (42.31%) Tomcat
2 20 (38.46%) WebLogic
3 8 (15.38%) Elasticsearch
4 7 (13.46%) Node.js
4 7 (13.46%) NServiceBus
5 2 (3.85%) JBoss
5 2 (3.85%) MS Exchange
5 2 (3.85%) SharePoint
5 2 (3.85%) WordPress
6 1 (1.92%) Apache Pig
6 1 (1.92%) Apache Spark
6 1 (1.92%) Exchange Server 2013
Applications
1 1 (1.92%) MS Excel
Business Applications
1 3 (5.77%) Dynamics AX
2 2 (3.85%) Temenos T24
Cloud Services
1 2 (3.85%) Office 365
2 1 (1.92%) Microsoft Azure
Communications & Networking
1 24 (46.15%) Internet
2 10 (19.23%) Firewall
3 8 (15.38%) iSCSI
4 6 (11.54%) DNS
5 5 (9.62%) SAN
6 3 (5.77%) TCP/IP
6 3 (5.77%) WAN
7 2 (3.85%) VPN
8 1 (1.92%) VLAN
Database & Business Intelligence
1 13 (25.00%) SQL Server
2 12 (23.08%) NoSQL
3 9 (17.31%) Data Warehouse
4 7 (13.46%) Neo4j
5 5 (9.62%) MySQL
6 4 (7.69%) SQL Server 2014
7 3 (5.77%) Hadoop
7 3 (5.77%) Relational Database
7 3 (5.77%) SQL Server 2008
8 2 (3.85%) Data Mining
9 1 (1.92%) Microsoft Analysis Services
9 1 (1.92%) SQL Server 2012
9 1 (1.92%) SQL Server Analysis Services
9 1 (1.92%) SQL Server Integration Services
9 1 (1.92%) SQL Server Reporting Services
Development Applications
1 7 (13.46%) PhantomJS
1 7 (13.46%) Selenium
2 4 (7.69%) Git (software)
3 3 (5.77%) SQL Server Management Studio (SSMS)
General
1 26 (50.00%) Finance
2 10 (19.23%) Banking
3 8 (15.38%) Financial Institution
4 1 (1.92%) Games
Job Titles
1 30 (57.69%) Architect
2 17 (32.69%) Solutions Architect
3 9 (17.31%) Administrator
4 8 (15.38%) 3rd Line Support
4 8 (15.38%) Systems Administrator
5 7 (13.46%) C# Developer
5 7 (13.46%) Developer
5 7 (13.46%) JavaScript Developer
6 6 (11.54%) C# Architect
6 6 (11.54%) Web Architect
7 5 (9.62%) DBA
8 4 (7.69%) Database Architect
8 4 (7.69%) SQL DBA
8 4 (7.69%) SQL Server DBA
8 4 (7.69%) Systems Architect
9 2 (3.85%) Analyst
9 2 (3.85%) Applications Engineer
9 2 (3.85%) Applications Support Engineer
9 2 (3.85%) Java Architect
9 2 (3.85%) Java Technical Architect
Libraries, Frameworks & Software Standards
1 20 (38.46%) J2EE
1 20 (38.46%) J2SE
2 18 (34.62%) .NET
3 15 (28.85%) ASP.NET
4 9 (17.31%) HTML
5 8 (15.38%) Natural Language Processing
5 8 (15.38%) XML
6 7 (13.46%) ASP.NET MVC
6 7 (13.46%) ASP.NET Web API
6 7 (13.46%) CSS
6 7 (13.46%) D3.js
6 7 (13.46%) HTML5
6 7 (13.46%) KnockoutJS
6 7 (13.46%) ServiceStack
6 7 (13.46%) SignalR
6 7 (13.46%) WCF
6 7 (13.46%) WPF
7 4 (7.69%) RESTful
7 4 (7.69%) SOAP
7 4 (7.69%) Web Services
Miscellaneous
1 7 (13.46%) Replication
1 7 (13.46%) Social Media
1 7 (13.46%) Social Network
1 7 (13.46%) Visualisation
2 4 (7.69%) Fintech
3 1 (1.92%) Algorithms
3 1 (1.92%) Computer Science
3 1 (1.92%) PKI
Operating Systems
1 27 (51.92%) Linux
2 22 (42.31%) Unix
3 20 (38.46%) Oracle Linux
3 20 (38.46%) Solaris
4 17 (32.69%) Windows
5 11 (21.15%) Windows Server
5 11 (21.15%) Windows Server 2012
6 3 (5.77%) Windows Server 2008
7 1 (1.92%) Data ONTAP
Processes & Methodologies
1 27 (51.92%) Agile Software Development
2 22 (42.31%) Load Balancing
3 20 (38.46%) Multithreading
3 20 (38.46%) OO
3 20 (38.46%) OOA/OOD
3 20 (38.46%) OWASP
3 20 (38.46%) Performance Analysis
3 20 (38.46%) UML
4 11 (21.15%) Unit Testing
5 8 (15.38%) Data Protection
5 8 (15.38%) Performance Testing
6 7 (13.46%) Analytics
6 7 (13.46%) Automated Testing
6 7 (13.46%) MVC
7 6 (11.54%) ITIL
7 6 (11.54%) TDD
8 4 (7.69%) DevOps
8 4 (7.69%) Enterprise Architecture
8 4 (7.69%) Service Design
9 3 (5.77%) Database Optimisation
Programming Languages
1 39 (75.00%) SQL
2 23 (44.23%) Java
3 9 (17.31%) JavaScript
4 7 (13.46%) C#
5 6 (11.54%) Python
6 5 (9.62%) Perl
6 5 (9.62%) PHP
6 5 (9.62%) PowerShell
7 4 (7.69%) T-SQL
8 1 (1.92%) Bash Shell
8 1 (1.92%) Scala
Qualifications
1 3 (5.77%) Degree
2 1 (1.92%) CCNA
2 1 (1.92%) CCNP
2 1 (1.92%) Cisco Certification
2 1 (1.92%) Microsoft Certification
System Software
1 12 (23.08%) Hyper-V
2 5 (9.62%) Active Directory
3 3 (5.77%) VMware Infrastructure
4 2 (3.85%) Microsoft Virtual Server
5 1 (1.92%) Apache ZooKeeper
5 1 (1.92%) Docker
Systems Management
1 11 (21.15%) Microsoft Data Protection Manager
1 11 (21.15%) SCCM
2 8 (15.38%) SCDPM
2 8 (15.38%) SCOM
3 3 (5.77%) SCVMM
4 1 (1.92%) Opscode Chef
4 1 (1.92%) Puppet
4 1 (1.92%) SCOrch
Vendors
1 20 (38.46%) Oracle
1 20 (38.46%) Sun
2 12 (23.08%) Microsoft
3 5 (9.62%) VMware
4 4 (7.69%) Atlassian
4 4 (7.69%) Veeam
4 4 (7.69%) WorldPay
5 3 (5.77%) EMC
5 3 (5.77%) JD Edwards
6 2 (3.85%) HP
6 2 (3.85%) NetApp
7 1 (1.92%) Infoblox
7 1 (1.92%) Juniper
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